Efficient and Privacy-preserving Distributed Learning in Cloud-Edge Computing Systems.
Yili JiangKuan ZhangYi QianRose Qingyang HuPublished in: WiseML@WiSec (2021)
Keyphrases
- privacy preserving
- computing systems
- distributed learning
- privacy preserving data mining
- computing platform
- computer systems
- privacy preservation
- multi party
- vertically partitioned data
- privacy protection
- data privacy
- private information
- sensitive information
- knowledge integration
- scalar product
- cloud computing
- secure multiparty computation
- horizontally partitioned data
- privacy guarantees
- privacy concerns
- differential privacy
- data publishing
- naive bayesian classification
- privacy preserving association rule mining
- sensitive data
- privacy issues
- software developers
- privacy requirements
- third party
- virtual world
- collaborative learning
- databases